Gumloop Review (2026)
AI-first workflow canvas for scraping, enrichment and content ops. Best for: Growth and ops teams automating AI-heavy jobs: web scraping, lead enrichment, SEO content pipelines.
4.2/5
Verdict: Growth and ops teams automating AI-heavy jobs: web scraping, lead enrichment, SEO content pipelines
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Ratings
| Criterion | Score |
|---|---|
| Ease Of Use | 4.4/5 |
| Value | 3.8/5 |
| Features | 4.3/5 |
| Support | 4.1/5 |
Gumloop pricing
Starting at $37/mo (per month, 20,000 included credits (Pro)). 14-day trial. Prices verified 2026-08-25. Pricing source
| Plan | Price | Notes |
|---|---|---|
| Pro | $37/mo | 20,000 credits/month, unlimited seats and agents, 8% orchestration fee |
| Enterprise | Custom | Custom pricing and credits, enterprise controls and support |
Key features
- Drag-and-drop canvas built around AI steps, not app triggers
- Native browser automation and scraping nodes
- LLM usage included in credits - no separate OpenAI bill
- Chrome extension to trigger flows from any page
- Templates for lead enrichment, SEO and research
- Team collaboration on shared flows
AI features
- AI nodes with bundled LLM usage
- Web scraping with AI extraction
- Auto-generated flows from prompts
- Document parsing (PDF, images)
Pros
- Best-in-class for scraping plus AI enrichment combos
- One bill covers LLM costs
- Cleaner UX than n8n for non-developers
- Generous free tier to prototype
Cons
- Expensive jump from Free to Starter ($97)
- Fewer traditional SaaS integrations than Zapier/Make
- Credits accounting can surprise on heavy AI flows
- Younger platform - occasional breaking changes
Price history
| Date | Event | Entry price |
|---|---|---|
| 2026-08-25 | Change ($97 → $37) | $37/mo |
| 2026-07-01 | Baseline | $97/mo |